software.amazon.awssdk.services.sagemaker.model

Interface AutoMLJobCompletionCriteria.Builder

All Superinterfaces:

Buildable, CopyableBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>, SdkBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>, SdkPojo

Enclosing class:

AutoMLJobCompletionCriteria

public static interface AutoMLJobCompletionCriteria.Builder
extends SdkPojo, CopyableBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>

Method Summary

Modifier and Type	Method and Description
AutoMLJobCompletionCriteria.Builder	maxAutoMLJobRuntimeInSeconds(Integer maxAutoMLJobRuntimeInSeconds) The maximum runtime, in seconds, an AutoML job has to complete.
AutoMLJobCompletionCriteria.Builder	maxCandidates(Integer maxCandidates) The maximum number of times a training job is allowed to run.
AutoMLJobCompletionCriteria.Builder	maxRuntimePerTrainingJobInSeconds(Integer maxRuntimePerTrainingJobInSeconds) The maximum time, in seconds, that each training job is allowed to run as part of a hyperparameter tuning job.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

maxCandidates

AutoMLJobCompletionCriteria.Builder maxCandidates(Integer maxCandidates)

The maximum number of times a training job is allowed to run.

Parameters:

maxCandidates - The maximum number of times a training job is allowed to run.

Returns:

Returns a reference to this object so that method calls can be chained together.

maxRuntimePerTrainingJobInSeconds

AutoMLJobCompletionCriteria.Builder maxRuntimePerTrainingJobInSeconds(Integer maxRuntimePerTrainingJobInSeconds)

The maximum time, in seconds, that each training job is allowed to run as part of a hyperparameter tuning job. For more information, see the used by the action.

Parameters:

maxRuntimePerTrainingJobInSeconds - The maximum time, in seconds, that each training job is allowed to run as part of a hyperparameter tuning job. For more information, see the used by the action.

Returns:

Returns a reference to this object so that method calls can be chained together.

maxAutoMLJobRuntimeInSeconds

AutoMLJobCompletionCriteria.Builder maxAutoMLJobRuntimeInSeconds(Integer maxAutoMLJobRuntimeInSeconds)

The maximum runtime, in seconds, an AutoML job has to complete.

If an AutoML job exceeds the maximum runtime, the job is stopped automatically and its processing is ended gracefully. The AutoML job identifies the best model whose training was completed and marks it as the best-performing model. Any unfinished steps of the job, such as automatic one-click Autopilot model deployment, will not be completed.

Parameters:

maxAutoMLJobRuntimeInSeconds - The maximum runtime, in seconds, an AutoML job has to complete.

If an AutoML job exceeds the maximum runtime, the job is stopped automatically and its processing is ended gracefully. The AutoML job identifies the best model whose training was completed and marks it as the best-performing model. Any unfinished steps of the job, such as automatic one-click Autopilot model deployment, will not be completed.

Returns:

Returns a reference to this object so that method calls can be chained together.